basemodeltype basemodelfile newmodelfile lr fit_type epoch orig_metric retrain_metric orig_most_confused fig_base_toplosses fig_base_confmat fig_train_confmat fig_orig_lrfind last_train_loss last_val_loss last_val_metric fig_train_lr fig_train_losses fig_train_metrics
0 owncnn basetrain-owncnn-lr3e3-ep100-fitfc05 basetrain-owncnn-lr3e3-ep100-fitfc05_labch_abyss_york-ep10-onecycle-lr3e-05 0.00003 onecycle 10 0.534168 0.538227 [(Abyssinian, yorkshire_terrier, 46), (yorkshire_terrier, Abyssinian, 43), (Russian_Blue, British_Shorthair, 18), (British_Shorthair, Russian_Blue, 14), (Ragdoll, Birman, 14), (Birman, Siamese, 13), (basset_hound, beagle, 12), (Persian, Maine_Coon, 11), (beagle, basset_hound, 11), (samoyed, great_pyrenees, 11), (Birman, Ragdoll, 10), (Siamese, Birman, 10), (great_pyrenees, american_bulldog, 10)] 0.454209 2.493320 0.538227
1 owncnn basetrain-owncnn-lr3e3-ep100-fitfc05 basetrain-owncnn-lr3e3-ep100-fitfc05_labch_abyss_york-ep10-onecycle-lr5e-05 0.00005 onecycle 10 0.534168 0.535183 [(Abyssinian, yorkshire_terrier, 46), (yorkshire_terrier, Abyssinian, 43), (Russian_Blue, British_Shorthair, 18), (British_Shorthair, Russian_Blue, 14), (Ragdoll, Birman, 14), (Birman, Siamese, 13), (basset_hound, beagle, 12), (Persian, Maine_Coon, 11), (beagle, basset_hound, 11), (samoyed, great_pyrenees, 11), (Birman, Ragdoll, 10), (Siamese, Birman, 10), (great_pyrenees, american_bulldog, 10)] 0.366133 2.445515 0.535183
2 owncnn basetrain-owncnn-lr3e3-ep100-fitfc05 basetrain-owncnn-lr3e3-ep100-fitfc05_labch_abyss_york-ep10-onecycle-lr0.0001 0.00010 onecycle 10 0.534168 0.530108 [(Abyssinian, yorkshire_terrier, 46), (yorkshire_terrier, Abyssinian, 43), (Russian_Blue, British_Shorthair, 18), (British_Shorthair, Russian_Blue, 14), (Ragdoll, Birman, 14), (Birman, Siamese, 13), (basset_hound, beagle, 12), (Persian, Maine_Coon, 11), (beagle, basset_hound, 11), (samoyed, great_pyrenees, 11), (Birman, Ragdoll, 10), (Siamese, Birman, 10), (great_pyrenees, american_bulldog, 10)] 0.296788 2.401479 0.530108
3 owncnn basetrain-owncnn-lr3e3-ep100-fitfc05 basetrain-owncnn-lr3e3-ep100-fitfc05_labch_abyss_york-ep10-onecycle-lr0.0003 0.00030 onecycle 10 0.534168 0.518945 [(Abyssinian, yorkshire_terrier, 46), (yorkshire_terrier, Abyssinian, 43), (Russian_Blue, British_Shorthair, 18), (British_Shorthair, Russian_Blue, 14), (Ragdoll, Birman, 14), (Birman, Siamese, 13), (basset_hound, beagle, 12), (Persian, Maine_Coon, 11), (beagle, basset_hound, 11), (samoyed, great_pyrenees, 11), (Birman, Ragdoll, 10), (Siamese, Birman, 10), (great_pyrenees, american_bulldog, 10)] 0.197824 2.300532 0.518945
4 owncnn basetrain-owncnn-lr3e3-ep100-fitfc05 basetrain-owncnn-lr3e3-ep100-fitfc05_labch_abyss_york-ep10-onecycle-lr0.0005 0.00050 onecycle 10 0.534168 0.516576 [(Abyssinian, yorkshire_terrier, 46), (yorkshire_terrier, Abyssinian, 43), (Russian_Blue, British_Shorthair, 18), (British_Shorthair, Russian_Blue, 14), (Ragdoll, Birman, 14), (Birman, Siamese, 13), (basset_hound, beagle, 12), (Persian, Maine_Coon, 11), (beagle, basset_hound, 11), (samoyed, great_pyrenees, 11), (Birman, Ragdoll, 10), (Siamese, Birman, 10), (great_pyrenees, american_bulldog, 10)] 0.164712 2.287656 0.516576
5 owncnn basetrain-owncnn-lr3e3-ep100-fitfc05 basetrain-owncnn-lr3e3-ep100-fitfc05_labch_abyss_york-ep20-onecycle-lr3e-05 0.00003 onecycle 20 0.534168 0.534844 [(Abyssinian, yorkshire_terrier, 46), (yorkshire_terrier, Abyssinian, 43), (Russian_Blue, British_Shorthair, 18), (British_Shorthair, Russian_Blue, 14), (Ragdoll, Birman, 14), (Birman, Siamese, 13), (basset_hound, beagle, 12), (Persian, Maine_Coon, 11), (beagle, basset_hound, 11), (samoyed, great_pyrenees, 11), (Birman, Ragdoll, 10), (Siamese, Birman, 10), (great_pyrenees, american_bulldog, 10)] 0.350729 2.430672 0.534844
6 owncnn basetrain-owncnn-lr3e3-ep100-fitfc05 basetrain-owncnn-lr3e3-ep100-fitfc05_labch_abyss_york-ep20-onecycle-lr5e-05 0.00005 onecycle 20 0.534168 0.538227 [(Abyssinian, yorkshire_terrier, 46), (yorkshire_terrier, Abyssinian, 43), (Russian_Blue, British_Shorthair, 18), (British_Shorthair, Russian_Blue, 14), (Ragdoll, Birman, 14), (Birman, Siamese, 13), (basset_hound, beagle, 12), (Persian, Maine_Coon, 11), (beagle, basset_hound, 11), (samoyed, great_pyrenees, 11), (Birman, Ragdoll, 10), (Siamese, Birman, 10), (great_pyrenees, american_bulldog, 10)] 0.295032 2.414205 0.538227
7 owncnn basetrain-owncnn-lr3e3-ep100-fitfc05 basetrain-owncnn-lr3e3-ep100-fitfc05_labch_abyss_york-ep20-onecycle-lr0.0001 0.00010 onecycle 20 0.534168 0.528755 [(Abyssinian, yorkshire_terrier, 46), (yorkshire_terrier, Abyssinian, 43), (Russian_Blue, British_Shorthair, 18), (British_Shorthair, Russian_Blue, 14), (Ragdoll, Birman, 14), (Birman, Siamese, 13), (basset_hound, beagle, 12), (Persian, Maine_Coon, 11), (beagle, basset_hound, 11), (samoyed, great_pyrenees, 11), (Birman, Ragdoll, 10), (Siamese, Birman, 10), (great_pyrenees, american_bulldog, 10)] 0.221392 2.340820 0.528755
8 owncnn basetrain-owncnn-lr3e3-ep100-fitfc05 basetrain-owncnn-lr3e3-ep100-fitfc05_labch_abyss_york-ep20-onecycle-lr0.0003 0.00030 onecycle 20 0.534168 0.511502 [(Abyssinian, yorkshire_terrier, 46), (yorkshire_terrier, Abyssinian, 43), (Russian_Blue, British_Shorthair, 18), (British_Shorthair, Russian_Blue, 14), (Ragdoll, Birman, 14), (Birman, Siamese, 13), (basset_hound, beagle, 12), (Persian, Maine_Coon, 11), (beagle, basset_hound, 11), (samoyed, great_pyrenees, 11), (Birman, Ragdoll, 10), (Siamese, Birman, 10), (great_pyrenees, american_bulldog, 10)] 0.149206 2.262837 0.511502
9 owncnn basetrain-owncnn-lr3e3-ep100-fitfc05 basetrain-owncnn-lr3e3-ep100-fitfc05_labch_abyss_york-ep20-onecycle-lr0.0005 0.00050 onecycle 20 0.534168 0.513532 [(Abyssinian, yorkshire_terrier, 46), (yorkshire_terrier, Abyssinian, 43), (Russian_Blue, British_Shorthair, 18), (British_Shorthair, Russian_Blue, 14), (Ragdoll, Birman, 14), (Birman, Siamese, 13), (basset_hound, beagle, 12), (Persian, Maine_Coon, 11), (beagle, basset_hound, 11), (samoyed, great_pyrenees, 11), (Birman, Ragdoll, 10), (Siamese, Birman, 10), (great_pyrenees, american_bulldog, 10)] 0.115383 2.239775 0.513532